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       "      <td>ADV</td>\n",
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       "      <td>tak</td>\n",
       "      <td>ADV</td>\n",
       "      <td>tak</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>44</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>ADV</td>\n",
       "      <td>samo</td>\n",
       "      <td>NUM</td>\n",
       "      <td>czterdziestu</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>45</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>VERB</td>\n",
       "      <td>dziękuję</td>\n",
       "      <td>NUM</td>\n",
       "      <td>trzech</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>46</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>panu</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>stoczni</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>dobranoc</td>\n",
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       "      <td>VERB</td>\n",
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       "      <td>kieruje</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>VERB</td>\n",
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       "      <td>proszę</td>\n",
       "      <td>PRON</td>\n",
       "      <td>się</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>49</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>ADV</td>\n",
       "      <td>bardzo</td>\n",
       "      <td>ADP</td>\n",
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       "      <td>na</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>50</th>\n",
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       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
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       "      <td>dobranoc</td>\n",
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       "      <td>NOUN</td>\n",
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       "      <td>dobranoc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>INSERTION</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>SPACE</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       step_type reference_word_pos reference_word_text hypothesis_word_pos  \\\n",
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       "0        CORRECT                ADJ               dobry                 ADJ   \n",
       "1        CORRECT               NOUN             wieczór                NOUN   \n",
       "2       DELETION               PRON                 xxx                       \n",
       "3       DELETION               VERB             słucham                       \n",
       "4   SUBSTITUTION                ADJ               dobry                 ADP   \n",
       "5        CORRECT               NOUN             wieczór                NOUN   \n",
       "6   SUBSTITUTION               NOUN                panu               CCONJ   \n",
       "7   SUBSTITUTION               VERB                 mam                PART   \n",
       "8   SUBSTITUTION                ADP                  do                PART   \n",
       "9   SUBSTITUTION               NOUN                pana               PUNCT   \n",
       "10  SUBSTITUTION               NOUN              prośbę                   X   \n",
       "11  SUBSTITUTION               VERB              proszę               PUNCT   \n",
       "12  SUBSTITUTION               VERB            zobaczyć                 ADV   \n",
       "13  SUBSTITUTION                ADP                   z               SCONJ   \n",
       "14  SUBSTITUTION               NOUN               pętli                 DET   \n",
       "15       CORRECT                ADJ     Szczęśliwickiej                 ADJ   \n",
       "16     INSERTION                                                        DET   \n",
       "17       CORRECT                NUM                 sto                 NUM   \n",
       "18     INSERTION                                                        DET   \n",
       "19     INSERTION                                                      PUNCT   \n",
       "20       CORRECT               NOUN       osiemdziesiąt                NOUN   \n",
       "21  SUBSTITUTION                NUM              cztery               PUNCT   \n",
       "22  SUBSTITUTION                ADV               jutro                 AUX   \n",
       "23  SUBSTITUTION                ADP                   w                 DET   \n",
       "24       CORRECT               NOUN              sobotę                NOUN   \n",
       "25     INSERTION                                                      PUNCT   \n",
       "26     INSERTION                                                      PUNCT   \n",
       "27  SUBSTITUTION                ADP                   o                   X   \n",
       "28  SUBSTITUTION                ADJ           dwunastej               PUNCT   \n",
       "29  SUBSTITUTION              CCONJ                   i               PUNCT   \n",
       "30  SUBSTITUTION                ADJ          trzynastej               PROPN   \n",
       "31  SUBSTITUTION               VERB              proszę               PUNCT   \n",
       "32  SUBSTITUTION               VERB               podać               PUNCT   \n",
       "33       CORRECT               NOUN             rozkład                NOUN   \n",
       "34  SUBSTITUTION                ADJ            dwunasta               PUNCT   \n",
       "35  SUBSTITUTION                NUM                dwie                 DET   \n",
       "36  SUBSTITUTION                ADV                 tak                VERB   \n",
       "37  SUBSTITUTION                NUM         dwadzieścia                 DET   \n",
       "38  SUBSTITUTION                NUM                dwie                NOUN   \n",
       "39       CORRECT                ADV                 tak                 ADV   \n",
       "40  SUBSTITUTION                NUM        czterdzieści                 ADV   \n",
       "41  SUBSTITUTION                NUM                dwie                 ADP   \n",
       "42       CORRECT               NOUN           trzynasta                NOUN   \n",
       "43       CORRECT                ADV                 tak                 ADV   \n",
       "44  SUBSTITUTION                ADV                samo                 NUM   \n",
       "45  SUBSTITUTION               VERB            dziękuję                 NUM   \n",
       "46       CORRECT               NOUN                panu                NOUN   \n",
       "47  SUBSTITUTION               NOUN            dobranoc                VERB   \n",
       "48  SUBSTITUTION               VERB              proszę                PRON   \n",
       "49  SUBSTITUTION                ADV              bardzo                 ADP   \n",
       "50       CORRECT               NOUN            dobranoc                NOUN   \n",
       "51     INSERTION                                                      SPACE   \n",
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       "\n",
       "   hypothesis_word_text  \n",
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       "0                 dobry  \n",
       "1               wieczór  \n",
       "2                        \n",
       "3                        \n",
       "4                     w  \n",
       "5                  sali  \n",
       "6                  oraz  \n",
       "7                   tak  \n",
       "8              naprawdę  \n",
       "9                     <  \n",
       "10                  unk  \n",
       "11                    >  \n",
       "12                  tak  \n",
       "13                  jak  \n",
       "14                  ten  \n",
       "15        nieszczęśliwi  \n",
       "16                   ta  \n",
       "17        osiemdziesiąt  \n",
       "18                   te  \n",
       "19                    <  \n",
       "20                  unk  \n",
       "21                    >  \n",
       "22                   to  \n",
       "23                 taka  \n",
       "24               zabawa  \n",
       "25                    -  \n",
       "26                    <  \n",
       "27                  unk  \n",
       "28                    >  \n",
       "29                    <  \n",
       "30                  unk  \n",
       "31                    >  \n",
       "32                    <  \n",
       "33                  unk  \n",
       "34                    >  \n",
       "35                   ta  \n",
       "36                sięga  \n",
       "37                  tej  \n",
       "38              szepeta  \n",
       "39                 stąd  \n",
       "40                  tak  \n",
       "41                   od  \n",
       "42            pieszczot  \n",
       "43                  tak  \n",
       "44         czterdziestu  \n",
       "45               trzech  \n",
       "46              stoczni  \n",
       "47              kieruje  \n",
       "48                  się  \n",
       "49                   na  \n",
       "50             dobranoc  \n",
       "51                       "
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--------------------------------------------------------------\n",
      "--------------------------------------------------------------\n",
      "--------------------------------------------------------------\n",
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      "record_id: LUNA.PL__KIEDY__KIEPSKAJAKOSC__M__1_2007-03-23_15_29_03__1_2007-03-23_15_29_03\n",
      "properties_confiog: AJN ASR\n",
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      "\n",
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      "gold transcript: xxx dzień dobry dzień dobry proszę pana chciałbym się dowiedzieć o której będzie siedemset osiem siedemset dwadzieścia sześć z Placu Wilsona najbliższy siedemset osiem piętnasta pięćdziesiąt aha a linia siedemset dwadzieścia sześć o dopiero szesnasta dwana~ zero dwa aha czy i piętnasta pięćdziesiąt dobra dziękuję bardzo proszę bardzo\n",
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      "\n",
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      "asr transcript: dobre dobre szkoła uczą się trudnej sztuki o przyszłość przeszedł płatów ono najbliższe <unk> siedemset osiem jedenasta pięćdziesiąt a linia siedemset dwadzieścia sześć <unk> dopiero szesnasto dwa zero dwa - od do w m2  \n",
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      "\n",
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      "word wer {'classic_wer': 1.0}\n",
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      "\n",
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      "pos wer {'classic_wer': 0.673469387755102}\n",
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      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>step_type</th>\n",
       "      <th>reference_word_text</th>\n",
       "      <th>hypothesis_word_text</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>xxx</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>dzień</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>DELETION</td>\n",
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       "      <td>dobry</td>\n",
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       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>dzień</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>dobry</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>proszę</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>pana</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>DELETION</td>\n",
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       "      <td>chciałbym</td>\n",
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       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>się</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>dowiedzieć</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>o</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
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       "      <td>DELETION</td>\n",
       "      <td>której</td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>będzie</td>\n",
       "      <td>{'id': '97706128-6c06-49b2-bd0d-289d267b9eaf',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>{'id': 'cf76ee40-5c88-401c-9ee8-bf379c54e1ff',...</td>\n",
       "    </tr>\n",
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       "    <tr>\n",
       "      <th>14</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>osiem</td>\n",
       "      <td>{'id': '10ac0766-ed02-46da-83bf-fb83b41bf306',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>{'id': '93fd858e-33f2-47a1-99ca-0eef8bf041e7',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dwadzieścia</td>\n",
       "      <td>{'id': 'ed3e6703-68c4-45ed-8ffc-2e62e3a58f59',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>sześć</td>\n",
       "      <td>{'id': '45832f9f-f294-4dfe-85d5-6aece2f44a8b',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>z</td>\n",
       "      <td>{'id': '784cc894-079c-4d2b-a88e-50bed8a0fdcc',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>Placu</td>\n",
       "      <td>{'id': '3a490c81-6e2b-4bf5-ae74-665ab0da46fe',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>Wilsona</td>\n",
       "      <td>{'id': 'b789258a-6c14-41a6-b297-07f088250996',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>najbliższy</td>\n",
       "      <td>{'id': '67837002-ca71-44ff-ac1b-9ed040d7be19',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>{'id': '01eea712-2c8f-4240-9a92-e28339209bad',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>osiem</td>\n",
       "      <td>{'id': 'e2e7e72c-5b62-42b6-8d2d-7ee667bc962b',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>piętnasta</td>\n",
       "      <td>{'id': '40e58b70-3895-4478-a716-2618ab4188cb',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>pięćdziesiąt</td>\n",
       "      <td>{'id': '0264cb00-774c-407b-a1d6-09b14c3d40d7',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>aha</td>\n",
       "      <td>{'id': 'ad04606b-f48d-4101-863d-0c3e228d5b20',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>a</td>\n",
       "      <td>{'id': 'c11b8f03-dcf3-4bad-9980-d0d4bcbb05d6',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>linia</td>\n",
       "      <td>{'id': '6cb9d96c-e03c-4200-adc6-504081776716',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>{'id': 'c1be6d7d-6e31-42cf-b487-dadfb813b949',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dwadzieścia</td>\n",
       "      <td>{'id': '7546b817-909f-40cf-a99b-1c3e38e6b71e',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>sześć</td>\n",
       "      <td>{'id': '83dc5c76-c19a-4fcf-afc5-91c1af848aa8',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>o</td>\n",
       "      <td>{'id': '06521db4-6f76-4df2-acac-abf09216c23c',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dopiero</td>\n",
       "      <td>{'id': 'b5c87393-9250-408b-9b7e-87a6a63270b9',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>szesnasta</td>\n",
       "      <td>{'id': '51a9e4d4-59ee-4c49-8bf7-631c14dd81df',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dwana~</td>\n",
       "      <td>{'id': 'dfa946ba-5afd-466a-805a-0b0304992887',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>zero</td>\n",
       "      <td>{'id': 'e4a7a144-d356-4690-b467-ee9664c72541',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dwa</td>\n",
       "      <td>{'id': '1712bf77-0159-4ac4-9f1c-9188722435a2',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>aha</td>\n",
       "      <td>{'id': '3fe15df0-90f8-42b9-b944-5fa1d4d68acf',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>czy</td>\n",
       "      <td>{'id': '3995879e-cfe7-4c6d-8c6c-f9cc7b60c8ba',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>i</td>\n",
       "      <td>{'id': '0673baac-5122-4d7c-89ae-7fa3cb6a85bd',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>piętnasta</td>\n",
       "      <td>{'id': 'bbecbad1-e7f2-4d74-a407-0965471ff77a',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>pięćdziesiąt</td>\n",
       "      <td>{'id': '02751a1c-1066-454b-8bc9-1366c8a123f8',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dobra</td>\n",
       "      <td>{'id': '2af896fd-271d-4d13-865a-de5f1c019870',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>dziękuję</td>\n",
       "      <td>{'id': '16310151-713a-445b-809b-f4c145c2ded0',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>bardzo</td>\n",
       "      <td>{'id': '1565f3f6-7646-4039-9b0d-a983c9251152',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
       "      <td>proszę</td>\n",
       "      <td>{'id': '43027b2b-d799-451e-8d3a-dbfb46c88796',...</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>SUBSTITUTION</td>\n",
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       "      <td>bardzo</td>\n",
       "      <td>{'id': '64449d2e-d139-4a2b-b8a0-f2003e3a61d4',...</td>\n",
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       "    </tr>\n",
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       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       step_type reference_word_text  \\\n",
       "0       DELETION                 xxx   \n",
       "1       DELETION               dzień   \n",
       "2       DELETION               dobry   \n",
       "3       DELETION               dzień   \n",
       "4       DELETION               dobry   \n",
       "5       DELETION              proszę   \n",
       "6       DELETION                pana   \n",
       "7       DELETION           chciałbym   \n",
       "8       DELETION                 się   \n",
       "9       DELETION          dowiedzieć   \n",
       "10      DELETION                   o   \n",
       "11      DELETION              której   \n",
       "12  SUBSTITUTION              będzie   \n",
       "13  SUBSTITUTION           siedemset   \n",
       "14  SUBSTITUTION               osiem   \n",
       "15  SUBSTITUTION           siedemset   \n",
       "16  SUBSTITUTION         dwadzieścia   \n",
       "17  SUBSTITUTION               sześć   \n",
       "18  SUBSTITUTION                   z   \n",
       "19  SUBSTITUTION               Placu   \n",
       "20  SUBSTITUTION             Wilsona   \n",
       "21  SUBSTITUTION          najbliższy   \n",
       "22  SUBSTITUTION           siedemset   \n",
       "23  SUBSTITUTION               osiem   \n",
       "24  SUBSTITUTION           piętnasta   \n",
       "25  SUBSTITUTION        pięćdziesiąt   \n",
       "26  SUBSTITUTION                 aha   \n",
       "27  SUBSTITUTION                   a   \n",
       "28  SUBSTITUTION               linia   \n",
       "29  SUBSTITUTION           siedemset   \n",
       "30  SUBSTITUTION         dwadzieścia   \n",
       "31  SUBSTITUTION               sześć   \n",
       "32  SUBSTITUTION                   o   \n",
       "33  SUBSTITUTION             dopiero   \n",
       "34  SUBSTITUTION           szesnasta   \n",
       "35  SUBSTITUTION              dwana~   \n",
       "36  SUBSTITUTION                zero   \n",
       "37  SUBSTITUTION                 dwa   \n",
       "38  SUBSTITUTION                 aha   \n",
       "39  SUBSTITUTION                 czy   \n",
       "40  SUBSTITUTION                   i   \n",
       "41  SUBSTITUTION           piętnasta   \n",
       "42  SUBSTITUTION        pięćdziesiąt   \n",
       "43  SUBSTITUTION               dobra   \n",
       "44  SUBSTITUTION            dziękuję   \n",
       "45  SUBSTITUTION              bardzo   \n",
       "46  SUBSTITUTION              proszę   \n",
       "47  SUBSTITUTION              bardzo   \n",
       "\n",
       "                                 hypothesis_word_text  \n",
       "0                                                      \n",
       "1                                                      \n",
       "2                                                      \n",
       "3                                                      \n",
       "4                                                      \n",
       "5                                                      \n",
       "6                                                      \n",
       "7                                                      \n",
       "8                                                      \n",
       "9                                                      \n",
       "10                                                     \n",
       "11                                                     \n",
       "12  {'id': '97706128-6c06-49b2-bd0d-289d267b9eaf',...  \n",
       "13  {'id': 'cf76ee40-5c88-401c-9ee8-bf379c54e1ff',...  \n",
       "14  {'id': '10ac0766-ed02-46da-83bf-fb83b41bf306',...  \n",
       "15  {'id': '93fd858e-33f2-47a1-99ca-0eef8bf041e7',...  \n",
       "16  {'id': 'ed3e6703-68c4-45ed-8ffc-2e62e3a58f59',...  \n",
       "17  {'id': '45832f9f-f294-4dfe-85d5-6aece2f44a8b',...  \n",
       "18  {'id': '784cc894-079c-4d2b-a88e-50bed8a0fdcc',...  \n",
       "19  {'id': '3a490c81-6e2b-4bf5-ae74-665ab0da46fe',...  \n",
       "20  {'id': 'b789258a-6c14-41a6-b297-07f088250996',...  \n",
       "21  {'id': '67837002-ca71-44ff-ac1b-9ed040d7be19',...  \n",
       "22  {'id': '01eea712-2c8f-4240-9a92-e28339209bad',...  \n",
       "23  {'id': 'e2e7e72c-5b62-42b6-8d2d-7ee667bc962b',...  \n",
       "24  {'id': '40e58b70-3895-4478-a716-2618ab4188cb',...  \n",
       "25  {'id': '0264cb00-774c-407b-a1d6-09b14c3d40d7',...  \n",
       "26  {'id': 'ad04606b-f48d-4101-863d-0c3e228d5b20',...  \n",
       "27  {'id': 'c11b8f03-dcf3-4bad-9980-d0d4bcbb05d6',...  \n",
       "28  {'id': '6cb9d96c-e03c-4200-adc6-504081776716',...  \n",
       "29  {'id': 'c1be6d7d-6e31-42cf-b487-dadfb813b949',...  \n",
       "30  {'id': '7546b817-909f-40cf-a99b-1c3e38e6b71e',...  \n",
       "31  {'id': '83dc5c76-c19a-4fcf-afc5-91c1af848aa8',...  \n",
       "32  {'id': '06521db4-6f76-4df2-acac-abf09216c23c',...  \n",
       "33  {'id': 'b5c87393-9250-408b-9b7e-87a6a63270b9',...  \n",
       "34  {'id': '51a9e4d4-59ee-4c49-8bf7-631c14dd81df',...  \n",
       "35  {'id': 'dfa946ba-5afd-466a-805a-0b0304992887',...  \n",
       "36  {'id': 'e4a7a144-d356-4690-b467-ee9664c72541',...  \n",
       "37  {'id': '1712bf77-0159-4ac4-9f1c-9188722435a2',...  \n",
       "38  {'id': '3fe15df0-90f8-42b9-b944-5fa1d4d68acf',...  \n",
       "39  {'id': '3995879e-cfe7-4c6d-8c6c-f9cc7b60c8ba',...  \n",
       "40  {'id': '0673baac-5122-4d7c-89ae-7fa3cb6a85bd',...  \n",
       "41  {'id': 'bbecbad1-e7f2-4d74-a407-0965471ff77a',...  \n",
       "42  {'id': '02751a1c-1066-454b-8bc9-1366c8a123f8',...  \n",
       "43  {'id': '2af896fd-271d-4d13-865a-de5f1c019870',...  \n",
       "44  {'id': '16310151-713a-445b-809b-f4c145c2ded0',...  \n",
       "45  {'id': '1565f3f6-7646-4039-9b0d-a983c9251152',...  \n",
       "46  {'id': '43027b2b-d799-451e-8d3a-dbfb46c88796',...  \n",
       "47  {'id': '64449d2e-d139-4a2b-b8a0-f2003e3a61d4',...  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
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       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>step_type</th>\n",
       "      <th>reference_word_pos</th>\n",
       "      <th>reference_word_text</th>\n",
       "      <th>hypothesis_word_pos</th>\n",
       "      <th>hypothesis_word_text</th>\n",
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       "    </tr>\n",
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       "  </thead>\n",
       "  <tbody>\n",
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       "    <tr>\n",
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       "      <th>0</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>PRON</td>\n",
       "      <td>xxx</td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <th>1</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>dzień</td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <th>2</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>dobry</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>dobre</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>3</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>dzień</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>4</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>ADJ</td>\n",
       "      <td>dobry</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>dobre</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>5</th>\n",
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       "      <td>DELETION</td>\n",
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       "      <td>VERB</td>\n",
       "      <td>proszę</td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <th>6</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>pana</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>szkoła</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>7</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>VERB</td>\n",
       "      <td>chciałbym</td>\n",
       "      <td>VERB</td>\n",
       "      <td>uczą</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>8</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>PRON</td>\n",
       "      <td>się</td>\n",
       "      <td>PRON</td>\n",
       "      <td>się</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>9</th>\n",
       "      <td>INSERTION</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ADJ</td>\n",
       "      <td>trudnej</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>10</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>VERB</td>\n",
       "      <td>dowiedzieć</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>sztuki</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>11</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>ADP</td>\n",
       "      <td>o</td>\n",
       "      <td>ADP</td>\n",
       "      <td>o</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>12</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>DET</td>\n",
       "      <td>której</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>przyszłość</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>13</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>VERB</td>\n",
       "      <td>będzie</td>\n",
       "      <td>VERB</td>\n",
       "      <td>przeszedł</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>14</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NUM</td>\n",
       "      <td>siedemset</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>15</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NUM</td>\n",
       "      <td>osiem</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>płatów</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>17</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NUM</td>\n",
       "      <td>dwadzieścia</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>NUM</td>\n",
       "      <td>sześć</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>ADP</td>\n",
       "      <td>z</td>\n",
       "      <td>PRON</td>\n",
       "      <td>ono</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>20</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>PROPN</td>\n",
       "      <td>Placu</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>najbliższe</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>21</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>PROPN</td>\n",
       "      <td>Wilsona</td>\n",
       "      <td>PUNCT</td>\n",
       "      <td>&lt;</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>22</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>najbliższy</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>unk</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>23</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NUM</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>PUNCT</td>\n",
       "      <td>&gt;</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>24</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NUM</td>\n",
       "      <td>osiem</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>siedemset</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>25</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>ADJ</td>\n",
       "      <td>piętnasta</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>osiem</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>26</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>pięćdziesiąt</td>\n",
       "      <td>VERB</td>\n",
       "      <td>jedenasta</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>27</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
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       "      <td>aha</td>\n",
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       "      <td>NUM</td>\n",
       "      <td>pięćdziesiąt</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>28</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>CCONJ</td>\n",
       "      <td>a</td>\n",
       "      <td>CCONJ</td>\n",
       "      <td>a</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>29</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>linia</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>linia</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>30</th>\n",
       "      <td>CORRECT</td>\n",
       "      <td>NUM</td>\n",
       "      <td>siedemset</td>\n",
       "      <td>NUM</td>\n",
       "      <td>siedemset</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>31</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NUM</td>\n",
       "      <td>dwadzieścia</td>\n",
       "      <td>NUM</td>\n",
       "      <td>dwadzieścia</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>32</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NUM</td>\n",
       "      <td>sześć</td>\n",
       "      <td>NUM</td>\n",
       "      <td>sześć</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>33</th>\n",
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       "      <td>DELETION</td>\n",
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       "      <td>ADP</td>\n",
       "      <td>o</td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <th>34</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>PART</td>\n",
       "      <td>dopiero</td>\n",
       "      <td>PUNCT</td>\n",
       "      <td>&lt;</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>35</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>szesnasta</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>unk</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>36</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>ADJ</td>\n",
       "      <td>dwana</td>\n",
       "      <td>PUNCT</td>\n",
       "      <td>&gt;</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>37</th>\n",
       "      <td>SUBSTITUTION</td>\n",
       "      <td>NOUN</td>\n",
       "      <td>~</td>\n",
       "      <td>PART</td>\n",
       "      <td>dopiero</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>38</th>\n",
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       "      <td>SUBSTITUTION</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>zero</td>\n",
       "      <td>ADV</td>\n",
       "      <td>szesnasto</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>39</th>\n",
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       "      <td>CORRECT</td>\n",
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       "      <td>NUM</td>\n",
       "      <td>dwa</td>\n",
       "      <td>NUM</td>\n",
       "      <td>dwa</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
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       "      <th>40</th>\n",
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       "      <td>DELETION</td>\n",
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       "      <td>NOUN</td>\n",
       "      <td>aha</td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <th>41</th>\n",
       "      <td>DELETION</td>\n",
       "      <td>CCONJ</td>\n",
       "      <td>czy</td>\n",
       "      <td></td>\n",